The Complete Data Science and Machine Learning using Python
Ditulis pada: November 16, 2019
The Complete Data Science and Machine Learning using Python, Learn Data Science 2019, Machine Learning, Python, Maths, Statistics, Deep Learning, Keras, Tensorflow, Visualization
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Created by Jitesh Khurkhuriya
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What you'll learn
- Complete Data Science skillset required to be a Data Scientist with all the advance concepts
- Python Programming from "Hello World" to advance as required for Data Science and Machine Learning
- Detailed Mathematics for Data Science and Machine Learning. From basics of Algebra to double and Partial derivatives.
- Basic and Advanced Statistics including, Descriptive and Inferential Statistics.
- Data visualization with all the necessary charts and plots
- Data Processing using Pandas and ScikitLearn
- Simple and Multiple Linear Regression with all its parameters and assumptions
- Solve a Kaggle project and see how to achieve top 1 percentile
- Learn various classification algorithms such as Logistic Regression, Decision Tree, Random Forest, Support Vector Machines
- Complete understanding of deep learning using Keras and Tensorflow
- Feature Selection and Dimensionality Reduction
- Requirements
- No prerequisites. I will teach right from "Hello world" in Python to Advanced Deep Learning
- Passion to deal with data analysis
